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subproblems

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inexact newton-type methods (1) nonconvex optimisation (1) two-metric projection (1) qubits (1) dimensionality (1) randomized subspace optimization (1) quantum alternating operator ansatz (1) sqaoa (1) feasibility (1) activation (1)

Papers

A Memory Efficient Randomized Subspace Optimization Method for Training Large Language Models ICML 2025 A Sub-Problem Quantum Alternating Operator Ansatz for Correlation Clustering ICML 2025 Inexact Newton-type Methods for Optimisation with Nonnegativity Constraints ICML 2024